• 0Shopping Cart
MegaTEXTS Phils
  • Home
  • About
  • Products
  • FAQs
  • Contact
  • Lazada
  • Shopee
  • Search
  • Menu Menu

Fundamentals of Machine Learning

₱3,980.00

Interest in machine learning is exploding worldwide, both in research and for industrial applications. Machine learning is fast becoming a fundamental part of everyday life.

This book is a brief introduction to this area – exploring its importance in a range of many disciplines, from science to engineering, and even its broader impact on our society. The book is written in a style that strikes a balance between brevity of explanation, rigorous mathematical argument, and outlines principle ideas. At the same time, it provides a comprehensive overview of a variety of methods and their application within this field. This includes an introduction to Bayesian approaches to modeling, as well as deep learning.

Writing small programs to apply machine learning techniques is made easy by high level programming systems, and this book shows examples in Python with the machine learning libraries ‘sklearn’ and ‘Keras’. The first four chapters concentrate on the practical side of applying machine learning techniques. The following four chapters discuss more fundamental concepts that includes their formulation in a probabilistic context. This is followed by two more chapters on advanced models, that of recurrent neural networks and that of reinforcement learning. The book closes with a brief discussion on the impact of machine learning and AI on our society.

Fundamentals of Machine Learning provides a brief and accessible introduction to this rapidly growing field, one that will appeal to students and researchers across computer science and computational neuroscience, as well as the broader cognitive sciences.

Categories: Cognitive, Psychology
  • Description
  • Additional information

Description

ISBN: 9780198828044
Publisher: Oxford University Press
Binding: Paperback
Pub Date: November 28, 2019
Copyright Date: 2019
272 pages

Additional information

Weight 1.25 lbs
Dimensions 0.52 × 7.4 × 9.59 in

Related products

  • Alternatives to Suicide: Beyond Risk and Toward a Life Worth Living

    ₱13,750.00
    Add to cart Show Details
  • Transforming Early Head Start Home Visiting: A Family Life Education Approach

    ₱5,900.00
    Add to cart Show Details
  • Activity for Mental Health

    ₱10,990.00
    Add to cart Show Details
  • Start Here: A Parent’s Guide to Helping Children and Teens Through Mental Health Challenges

    ₱2,010.00
    Add to cart Show Details

Follow us on Facebook

MAKATI BRANCH

Address:
7/F DAO I Condominium Corporation,
Legazpi Village, Makati City
Metro Manila 1200

CEBU BRANCH

Address
Units 1-3,
101 Don Ramon Aboitiz Street
Cebu City, 6000

DAVAO BRANCH

Address
3, Ebro Pelayo Building 1,
J. Luna St, Poblacion District,
Davao City, 8000 Davao del Sur

© Copyright - MegaTEXTS Phils - Enfold Theme by Kriesi
Biochemistry: The Molecular Basis of Life 7th Edition
 Food and Sustainability
Scroll to top